Abstract
To evaluate the relation of psychosocial parameters and type D personality with central sensitization in knee osteoarthritis (OA). The study included 126 patients with knee OA according to the American College of Rheumatology criteria. Sociodemographic variables (age, gender, education, marital status, annual income), alcohol consumption/smoking, body mass index, comorbidities, and duration of symptoms were noted. Radiographic evaluation was performed according to the Kellgren–Lawrence grading system. The Western Ontario and McMaster Universities Osteoarthritis Index was used for clinical evaluation. Type D personality, negative affectivity, and social inhibition were evaluated using the type D Scale-14 (DS14). Central sensitization was assessed by the central sensitization inventory (CSI), while psychological status, quality of life, and sleep were assessed by the Hospital Anxiety and Depression Scale (HADS), an abbreviated version of the World Health Organization Quality of Life Instrument (WHOQOL-BREF), and the Jenkins Sleep Evaluation Scale (JSS), respectively. The effect of type D personality on study parameters including central sensitization, as well as the risk factors for the development of central sensitization were assessed by regression analyses. Patients with type D personality had higher CSI, HADS scores and lower WHOQOL-BREF scores for psychological health, social relationship, environment and general quality of life. Linear regression analysis showed that the DS14 total score has a significant positive relation with CSI (β = 0.4, p < 0.05), HADS-depression (β = 0.4, p < 0.05), HADS-anxiety (β = 0.5, p < 0.05), and HADS-total scores (β = 0.5, p < 0.05). It also had a significant negative effect on all domains of WHOQOL-BREF (p < 0.05 for all). Logistic regression analysis revealed that JSS [Odds ratio (OR) 0.83, 95% CI 0.73–0.94; p = 0.003] and negative affectivity (OR 0.78, 95% CI 0.65–0.94; p = 0.008) were independent risk factors for the development of central sensitization in knee OA. Type D personality has an impact on quality of life, central sensitization, and psychological health, with negative affectivity and sleep impairment serving as independent risk factors for central sensitization. While managing patients with knee OA, these intimate relationships should be taken into consideration.
Similar content being viewed by others
Data availability
The datasets gathered during the preparation of this manuscript are available from the corresponding author upon reasonable request.
References
Allen KD, Thoma LM, Golightly YM (2022) Epidemiology of osteoarthritis. Osteoarthr Cartil 30:184–195. https://doi.org/10.1016/j.joca.2021.04.020
Lawrence RC, Felson DT, Helmick CG, Arnold LM, Choi H, Deyo RA, Gabriel S, Hirsch R, Hochberg MC, Hunder GG, Jordan JM, Katz JN, Kremers HM, Wolfe F, Workgroup NAD (2008) Estimates of the prevalence of arthritis and other rheumatic conditions in the United States, Part II. Arthritis Rheum 58:26–35. https://doi.org/10.1002/art.23176
Safiri S, Kolahi AA, Smith E, Hill C, Bettampadi D, Mansournia MA, Hoy D, Ashrafi-Asgarabad A, Sepidarkish M, Almasi-Hashiani A, Collins G, Kaufman J, Qorbani M, Moradi-Lakeh M, Woolf AD, Guillemin F, March L, Cross M (2020) Global, regional and national burden of osteoarthritis 1990–2017: a systematic analysis of the Global Burden of Disease Study 2017. Ann Rheum Dis 79:819–828. https://doi.org/10.1136/annrheumdis-2019-216515
Kopec JA, Heath AJ, Sayre EC, Cibere J, Li LC, Marra CA, Liu RR, Esdaile JM (2022) Prevalence of joint-specific osteoarthritis and joint pain in British Columbia, Canada. Rheumatol Int 42:1623–1628. https://doi.org/10.1007/s00296-021-05031-x
Liu Q, Niu J, Huang J, Ke Y, Tang X, Wu X, Li R, Li H, Zhi X, Wang K, Zhang Y, Lin J (2015) Knee osteoarthritis and all-cause mortality: the Wuchuan Osteoarthritis Study. Osteoarthr Cartil 23:1154–1157. https://doi.org/10.1016/j.joca.2015.03.021
Gervais-Hupé J, Pollice J, Sadi J, Carlesso LC (2018) Validity of the central sensitization inventory with measures of sensitization in people with knee osteoarthritis. Clin Rheumatol 37:3125–3132. https://doi.org/10.1007/s10067-018-4279-8
Villafañe JH, Valdes K, Pedersini P, Berjano P (2019) Osteoarthritis: a call for research on central pain mechanism and personalized prevention strategies. Clin Rheumatol 38:583–584. https://doi.org/10.1007/s10067-018-4270-4
Guler MA, Celik OF, Ayhan FF (2020) The important role of central sensitization in chronic musculoskeletal pain seen in different rheumatic diseases. Clin Rheumatol 39:269–274. https://doi.org/10.1007/s10067-019-04749-1
Adams LM, Turk DC (2018) Central sensitization and the biopsychosocial approach to understanding pain. J Appl Biobehav Res 23:e12125. https://doi.org/10.1111/jabr.12125
Clark JR, Nijs J, Yeowell G, Holmes P, Goodwin PC (2019) Trait sensitivity, anxiety, and personality are predictive of central sensitization symptoms in patients with chronic low back pain. Pain Pract 19:800–810. https://doi.org/10.1111/papr.12809
Vogel M, Riediger C, Krippl M, Frommer J, Lohmann C, Illiger S (2019) Negative affect, type D personality, quality of life, and dysfunctional outcomes of total knee arthroplasty. Pain Res Manag 2019:6393101. https://doi.org/10.1155/2019/6393101
Garip Y, Güler T, Bozkurt Tuncer Ö, Önen S (2019) Type D personality is associated with disease severity and poor quality of life in Turkish patients with fibromyalgia syndrome: a cross-sectional study. Arch Rheumatol 35:13–19. https://doi.org/10.5606/archrheumatol.2020.7334
Lopez-Ruiz M, Doreste Soler A, Pujol J, Losilla JM, Ojeda F, Blanco-Hinojo L, Martínez-Vilavella G, Gutiérrez-Rosado T, Monfort J, Deus J (2007) Central sensitization and chronic pain personality profile: is there new evidence? A case–control study. Int J Environ Res Public Health 20:2935. https://doi.org/10.3390/ijerph20042935
Ferreira VM, Sherman AM (2007) The relationship of optimism, pain and social support to well-being in older adults with osteoarthritis. Aging Ment Health 11:89–98. https://doi.org/10.1080/13607860600736166
Pierpaoli CM, Parmelee PA (2017) Feelings of usefulness to others predict active coping with osteoarthritis knee pain. J Aging Health 29:826–841. https://doi.org/10.1177/0898264316645549
Luger T, Cotter KA, Sherman AM (2009) It’s all in how you view it: pessimism, social relations, and life satisfaction in older adults with osteoarthritis. Aging Ment Health 13:635–647. https://doi.org/10.1080/13607860802534633
Altman R, Asch E, Bloch D, Bole G, Borenstein D, Brandt K, Christy W, Cooke TD, Greenwald R, Hochberg M (1986) Development of criteria for the classification and reporting of osteoarthritis. Classification of osteoarthritis of the knee. Diagnostic and Therapeutic Criteria Committee of the American Rheumatism Association. Arthritis Rheum 29:1039–1049. https://doi.org/10.1002/art.1780290816
Kellgren JH, Lawrence JS (1957) Radiological assessment of osteo-arthrosis. Ann Rheum Dis 16:494–502. https://doi.org/10.1136/ard.16.4.494
Bellamy N, Buchanan WW, Goldsmith CH, Campbell J, Stitt LW (1988) Validation study of WOMAC: a health status instrument for measuring clinically important patient relevant outcomes to antirheumatic drug therapy in patients with osteoarthritis of the hip or knee. J Rheumatol 15:1833–1840
Tüzün EH, Eker L, Aytar A, Daşkapan A, Bayramoğlu M (2005) Acceptability, reliability, validity and responsiveness of the Turkish version of WOMAC osteoarthritis index. Osteoarthr Cartil 13:28–33. https://doi.org/10.1016/j.joca.2004.10.010
The WHOQOL Group (1998) Development of the World Health Organization WHOQOL-BREF quality of life assessment. Psychol Med 28:551–558. https://doi.org/10.1017/s0033291798006667
Eser E, Fidaner H, Fidaner C, Eser SY, Eser E, Göker E (1999) WHOQOL-100 ve WHOQOL-BREF’in psikometrik özellikleri. 3P Dergisi (Supplement) 7:23–41 (In Turkish)
Neblett R, Hartzell MM, Mayer TG, Cohen H, Gatchel RJ (2017) Establishing clinically relevant severity levels for the central sensitization inventory. Pain Pract 17:166–175. https://doi.org/10.1111/papr.12440
Mayer TG, Neblett R, Cohen H, Howard KJ, Choi YH, Williams MJ, Perez Y, Gatchel RJ (2012) The development and psychometric validation of the central sensitization inventory. Pain Pract 12:276–285. https://doi.org/10.1111/j.1533-2500.2011.00493.x
Düzce Keleş E, Birtane M, Ekuklu G, Kılınçer C, Çalıyurt O, Taştekin N, Is EE, Ketenci A, Neblett R (2021) Validity and reliability of the Turkish version of the central sensitization inventory. Arch Rheumatol 36:518–526
Denollet J (2005) DS14: standard assessment of negative affectivity, social inhibition, and Type D personality. Psychosom Med 67:89–97. https://doi.org/10.1097/01.psy.0000149256.81953.49
Alçelik A, Yıldırım O, Canan F, Eroğlu M, Aktaş G, Şavlı H (2012) Preliminary psychometric evaluation of the type D personality construct in Turkish hemodialysis patients. J Mood Dis 2:1–5. https://doi.org/10.5455/jmood.20120307062608
Zigmond AS, Snaith RP (1983) The hospital anxiety and depression scale. Acta Psychiatr Scand 67:361–370. https://doi.org/10.1111/j.1600-0447.1983.tb09716.x
Aydemir O, Guvenir T, Kuey L, Kultur S (1997) Validity and reliability of Turkish version of hospital anxiety and depression scale. Turk J Psychiatry 8:280–287
Jenkins CD, Stanton BA, Niemcryk SJ, Rose RM (1988) A scale for the estimation of sleep problems in clinical research. J Clin Epidemiol 41:313–321. https://doi.org/10.1016/0895-4356(88)90138-2
Duruoz MT, Ulutatar F, Ozturk EC, Unal-Ulutatar C, Sanal Toprak C, Kayhan O (2019) Assessment of the validity and reliability of the Jenkins Sleep Scale in ankylosing spondylitis. Int J Rheum Dis 22:275–279. https://doi.org/10.1111/1756-185X.13447
Gokcen N, Coskun Benlidayi I, Tamam L, Demirkol ME, Yesiloglu C, Guzel R (2022) Type D personality and self-esteem in patients with fibromyalgia: a cross-sectional case-control study. Rheumatol Int 42:1027–1034. https://doi.org/10.1007/s00296-022-05118-z
Chou CY, Brauer DJ (2005) Temperament and satisfaction with health status among persons with rheumatoid arthritis. Clin Nurse Spec 19:94–100. https://doi.org/10.1097/00002800-200503000-00070
Donisan T, Bojincă VC, Dobrin MA, Bălănescu DV, Predețeanu D, Bojincă M, Berghea F, Opriș D, Groșeanu L, Borangiu A, Constantinescu CL, Ionescu R, Bălănescu AR (2017) The relationship between disease activity, quality of life, and personality types in rheumatoid arthritis and ankylosing spondylitis patients. Clin Rheumatol 36:1511–1519. https://doi.org/10.1007/s10067-017-3654-1
Erkol İnal E, Demirci K, Doğru A, Şahin M (2016) Ankylosing spondylitis patients with type D personality have worse clinical status. Mod Rheumatol 26:138–145. https://doi.org/10.3109/14397595.2015.1054098
Sariyildiz A, Coskun Benlidayi I, Turk I, Zengin Acemoglu SS, Unal I (2023) Biopsychosocial factors should be considered when evaluating central sensitization in axial spondyloarthritis. Rheumatol Int 43:923–932. https://doi.org/10.1007/s00296-023-05317-2
Nijs J, Loggia ML, Polli A, Moens M, Huysmans E, Goudman L, Meeus M, Vanderweeën L, Ickmans K, Clauw D (2017) Sleep disturbances and severe stress as glial activators: key targets for treating central sensitization in chronic pain patients? Expert Opin Ther Targets 21:817–826. https://doi.org/10.1080/14728222.2017.1353603
Schuh-Hofer S, Wodarski R, Pfau DB, Caspani O, Magerl W, Kennedy JD, Treede RD (2013) One night of total sleep deprivation promotes a state of generalized hyperalgesia: a surrogate pain model to study the relationship of insomnia and pain. Pain 154:1613–1621. https://doi.org/10.1016/j.pain.2013.04.046
Hertel E, McPhee ME, Petersen KK (2023) Investigation of pain sensitivity following 3 nights of disrupted sleep in healthy individuals. Eur J Pain 27(6):710–722. https://doi.org/10.1002/ejp.2101
Campbell CM, Buenaver LF, Finan P, Bounds SC, Redding M, McCauley L, Robinson M, Edwards RR, Smith MT (2015) Sleep, pain catastrophizing, and central sensitization in knee osteoarthritis patients with and without insomnia. Arthritis Care Res (Hoboken) 67:1387–1396. https://doi.org/10.1002/acr.22609
Yücel FN, Gezer HH, Jandaulyet J, Öz N, Acer Kasman S, Duruöz MT (2023) Clinical and functional impact of central sensitization on patients with familial Mediterranean fever: a cross-sectional study. Rheumatol Int 43:125–136. https://doi.org/10.1007/s00296-022-05181-6
Metin Ökmen B, Ayar K, Altan L, Yeşilöz Ö (2022) Central sensitisation in primary Sjögren Syndrome and its effect on sleep quality. Mod Rheumatol 32:908–914. https://doi.org/10.1093/mr/roab075
Italiano N, Di Cianni F, Marinello D, Elefante E, Mosca M, Talarico R (2023) Sleep quality in Behçet’s disease: a systematic literature review. Rheumatol Int 43:1–19. https://doi.org/10.1007/s00296-022-05218-w
Funding
No specific funding was received from any bodies in the public, commercial or not-for-profit sectors to carry out the work described in this article.
Author information
Authors and Affiliations
Contributions
All co-authors take full responsibility for the integrity and accuracy of all aspects of the research. All authors approve the submitted version of the manuscript. Authorship contribution: conception and design of study; AS, ICB, SOE, VD. Acquisition of data; AS, ICB, SOE. Analysis and interpretation of data; AS, ICB, VD. Drafting the article or revising it critically for important intellectual content: AS, ICB, SOE, VD. Final approval of the version to be submitted: AS, ICB, SOE, VD.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflicts of interest regarding the publication of this manuscript.
Ethics approval and consent to participate
The study protocol was approved by the Local Ethics Committee of the Medical Faculty (Date of approval: July 22, 2022, Number: 124/16) and the study was performed in accordance with the ethical standards laid down in the 1964 Declaration of Helsinki and its later amendments. Written informed consent was obtained from each study participant.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Sariyildiz, A., Coskun Benlidayi, I., Olmez Engizek, S. et al. The relation of psychological status and type D personality with central sensitization in knee osteoarthritis: everything is in your mind!. Rheumatol Int 43, 2261–2269 (2023). https://doi.org/10.1007/s00296-023-05471-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00296-023-05471-7